{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Velocity at Venus Stations: Oct 18, 2002" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "from matplotlib import pylab\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as NC\n", "import numpy as np" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "fT = NC.Dataset('../../Results/Oct18OneDay/SalishSea_1h_20021018_20021018_grid_T.nc','r')\n", "depth = fT.variables['deptht'][:]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "fU = NC.Dataset('../../Results/Oct18OneDay/SalishSea_1h_20021018_20021018_grid_U.nc','r')\n", "uvel = fU.variables['vozocrtx'][:]\n", "mu = uvel == 0\n", "uvel_masked = np.ma.array(uvel,mask=mu)\n", "print uvel.shape" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "(24, 40, 898, 398)\n" ] } ], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "fV = NC.Dataset('../../Results/Oct18OneDay/SalishSea_1h_20021018_20021018_grid_V.nc','r')\n", "vvel = fV.variables['vomecrty'][:]\n", "mv = vvel == 0\n", "vvel_masked = np.ma.array(vvel,mask=mv)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "spn = np.sqrt(uvel[:,:,424,267]*uvel[:,:,424,267]+\n", " vvel[:,:,424,267]*vvel[:,:,424,267])\n", "print depth[25],depth[27],depth[29],depth[31],depth[33]\n", "plt.plot(spn[:,25],'k',spn[:,27],'m',spn[:,29],'g',spn[:,31],'r',spn[:,33],'b')\n", "plt.title(\"Central Node : Currents at 76.5856 121.867 173.114 226.26 279.935 m\")" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "76.5856 121.867 173.114 226.26 279.935\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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Ao2P1OitXAjExwPbtDS8fg8EAAIhEAJ8P8Hjy64waNQqDDQzwyalTwPXrgJMT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\nbZW/3ZoaceHCBWFrayta21qFzd9txK7wXaJ6X/V1O/+tSj+bhz6lXz0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Safpj8qm6Z6ysdzTkPaVGqF5LuiZiaC6UELBAzRRYKFAEFguc8f2/KiqJwJ9rb7vj5/6bL3ePmb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\nRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "spn = np.sqrt(uvel[:,:,416,272]*uvel[:,:,416,272]+\n", " vvel[:,:,416,272]*vvel[:,:,416,272])\n", "print depth[25],depth[27],depth[29],depth[31],depth[33]\n", "plt.plot(spn[:,25],'k',spn[:,27],'m',spn[:,29],'g',spn[:,31],'r',spn[:,33],\n", " 'b')\n", "plt.title(\"East Node : Currents at 76.5856 121.867 173.114 226.26 m\")" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "76.5856 121.867 173.114 226.26 279.935\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 9, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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lyxZcu3YNvXr1Ep/v06ePxAuZPPIqqi9FRD+2qc+gtLQUHA4H2trayM7OxtatW8VlSUlJ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